{"id":"W4244784162","doi":"10.36834/cmej.68361","title":"Designer babies","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Traditional medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000387276,0.00008883492,0.0001113683,0.0002157298,0.0003155129,0.0002955497,0.0002093932,0.00007098973,0.5071148],"category_scores_gemma":[0.0007940584,0.00007337434,0.00006053622,0.00003431715,0.0001317739,0.0001962175,0.000004774183,0.000346542,0.002350022],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484281,"about_ca_system_score_gemma":0.01942841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007178592,"about_ca_topic_score_gemma":0.05270408,"domain_scores_codex":[0.998975,0.00005493029,0.0002132423,0.0001076891,0.0003647377,0.0002843621],"domain_scores_gemma":[0.9960303,0.00004541379,0.0000540245,0.0001217122,0.0002039943,0.003544544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003033493,0.00003199989,0.0001999428,0.000007892384,0.0000127745,0.0000117597,0.009571106,5.616711e-7,0.000002530508,0.0816414,0.8557992,0.05271782],"study_design_scores_gemma":[0.0001448844,0.00003252318,0.000235359,0.00004749995,0.000007189973,0.0001317086,0.006357542,0.00004704446,0.00000215191,0.002440892,0.9904442,0.0001089773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1058818,0.001510871,0.00008484825,0.05340628,0.01850913,0.0002822088,0.00001152889,0.00005215233,0.8202612],"genre_scores_gemma":[0.8630077,0.00005102683,0.00008817108,0.04331513,0.005041027,0.000008045875,0.000009298366,0.00002148158,0.08845815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7571259,"threshold_uncertainty_score":0.9994327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930378316259676,"score_gpt":0.2415673767684705,"score_spread":0.2222635936058737,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}